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**LLM Wiki Architecture: Building Persistent AI Knowledge Bases**

The traditional approach to integrating Large Language Models (LLMs) with private data relies heavily on Retrieval-Augmented Generation (RAG). In a standard RAG system, a user uploads a collection of files, the system...

This page is a compact recovered-source summary. The raw source files are retained in sources/recovered/raw/ for audit, while this public page stays small enough for targeted LLM retrieval.

Source And Provenance

  • Source domains: llmwikis.org
  • Source records in group: 1
  • Duplicate resolution: unique
  • Primary raw archive: sources/recovered/raw/llmwikis-org/raw-system-archives-llmwikis-agent-file-handoff-archive-2026-04-28-content-llm-w-75569d65e9c5.md
  • Local source paths:
  • raw/system-archives/llmwikis/agent-file-handoff/Archive/2026-04-28/Content/LLM Wiki Architecture.md

Recovered Structure

  • **LLM Wiki Architecture: Building Persistent AI Knowledge Bases**
  • **Introduction: The Shift from RAG to Compounding Knowledge**
  • **The Three-Layer Architecture**
  • **1\. Raw Sources**
  • **2\. The Wiki**
  • **3\. The Schema**
  • **Core Operational Workflows**
  • **Ingest**
  • **Query**
  • **Lint**
  • **Navigational and State Management Files**
  • **Trade-offs: LLM Wiki vs. RAG**
  • **Works cited**

Retrieval Notes

  • Use this page for orientation and provenance before opening the raw archive copy.
  • Treat source-site authority boundaries as active: LLMWikis.org remains the handbook source, UAIX.org remains canonical for UAI-1, and AIWikis.org is the dogfood memory site.
  • Unique source variants were not silently discarded; they are listed in the duplicate-resolution report and preserved under the recovered raw archive.

Related Pages

Next Useful Routes

  • Start Here A task-first reading path for AIWikis.org, separating newcomer learning, source-memory lookup, maintainer workflow, and AI-agent retrieval.
  • Topic Index A tag-oriented index for LLM Wiki, AI memory, UAI, source governance, crawling, and retrieval topics.
  • Source Map AIWikis source-governed page for durable AI memory, evidence routing, and agent-readable retrieval.
  • UAI Reference Index Recovered UAI, UAIX, Project Handoff, AGENTS.md, and .uai reference material with source boundaries.